0.9.3

• Changed message protocol to MsgPack
• Made Keras 2 compatible
• Fully Python3 compatibility
• Fixed issue with generating image insights for Keras 1 in Tensorflow
• Added new file upload method
• Added new batch progress method
• Many bug fixes and improvements

See http://aetros.com/docu/python-sdk/api/aetros.backend.jobbackend for full API documentation

Changed Keras integration API

Please use now our "Keras Callback"

import aetros.backend
job = aetros.backend.start_job('name/model')

(X_train, y_train), (X_test, y_test) = mnist.load_data()

model = Sequential()
model.add(...)
model.compile(...)

# version simplest
aetros_callback = job.create_keras_callback(model)

# or version with insights images and confusion matrix
aetros_callback = job.create_keras_callback(
model,
    insights=True, insights_x=X_train[0],
    confusion_matrix=True, validation_data=(X_test, Y_test)
)
model.fit(
    X_train, Y_train, batch_size=16, nb_epoch=50,
    validation_data=(X_test, Y_test), callbacks=[aetros_callback]
)